Complexity and modularity of intracellular networks: a systematic approach for modelling and simulation

ML Blinov, O Ruebenacker, II Moraru - IET systems biology, 2008 - IET
Assembly of quantitative models of large complex networks brings about several challenges.
One of them is the combinatorial complexity, where relatively few signalling molecules can …

A multidisciplinary survey of computational techniques for the modelling, simulation and analysis of biochemical networks

J Decraene, T Hinze - 2010 - dr.ntu.edu.sg
All processes of life are controlled by networks of interacting biochemical components. The
purpose of modelling these networks is manifold. From a theoretical point of view it allows …

A domain-oriented approach to the reduction of combinatorial complexity in signal transduction networks

H Conzelmann, J Saez-Rodriguez, T Sauter… - BMC …, 2006 - Springer
Background: Receptors and scaffold proteins possess a number of distinct domains and
bind multiple partners. A common problem in modeling signaling systems arises from a …

ALC: automated reduction of rule-based models

M Koschorreck, ED Gilles - BMC Systems Biology, 2008 - Springer
Background Combinatorial complexity is a challenging problem for the modeling of cellular
signal transduction since the association of a few proteins can give rise to an enormous …

Modeling languages for biochemical network simulation: Reaction vs equation based approaches

W Wiechert, S Noack, A Elsheikh - Biosystems Engineering II: Linking …, 2010 - Springer
Biochemical network modeling and simulation is an essential task in any systems biology
project. The systems biology markup language (SBML) was established as a standardized …

Computational modeling in systems biology

RR Vallabhajosyula, A Raval - Systems Biology in Drug Discovery and …, 2010 - Springer
Interactions among cellular constituents play a crucial role in overall cellular function and
organization. These interactions can be viewed as being complementary to the usual “parts …

Toward a comprehensive language for biological systems

JR Faeder - BMC biology, 2011 - Springer
Rule-based modeling has become a powerful approach for modeling intracellular networks,
which are characterized by rich molecular diversity. Truly comprehensive models of cell …

Quantification of interactions between dynamic cellular network functionalities by cascaded layering

TP Prescott, M Lang… - PLoS computational …, 2015 - journals.plos.org
Large, naturally evolved biomolecular networks typically fulfil multiple functions. When
modelling or redesigning such systems, functional subsystems are often analysed …

Modeling and model simplification to facilitate biological insights and predictions

O Eriksson, J Tegnér - Uncertainty in Biology: A Computational Modeling …, 2016 - Springer
Mathematical dynamical models of intracellular signaling networks are continuously
increasing in size and model complexity due in large part to the data explosion in biology …

Resources, standards and tools for systems biology

C Wierling, R Herwig, H Lehrach - Briefings in Functional …, 2007 - academic.oup.com
Modelling and simulation techniques are valuable tools for the understanding of complex
biological systems. The design of a computer model necessarily has many diverse inputs …